Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1500 |
| Missing cells | 57 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 152.5 KiB |
| Average record size in memory | 104.1 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 4 |
Feat11 is highly correlated with PotentialBuyerHyperCrypto | High correlation |
PotentialBuyerHyperCrypto is highly correlated with Feat11 | High correlation |
Feat5 has 57 (3.8%) missing values | Missing |
Feat0 has unique values | Unique |
Feat5 has 70 (4.7%) zeros | Zeros |
Feat9 has 186 (12.4%) zeros | Zeros |
Feat11 has 122 (8.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-16 13:14:47.055400 |
|---|---|
| Analysis finished | 2022-04-16 13:15:12.533491 |
| Duration | 25.48 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 1500 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5013743805 |
| Minimum | 0.003947495 |
|---|---|
| Maximum | 0.999966816 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0.003947495 |
|---|---|
| 5-th percentile | 0.0542402929 |
| Q1 | 0.2471660605 |
| median | 0.503232114 |
| Q3 | 0.7548537312 |
| 95-th percentile | 0.943482549 |
| Maximum | 0.999966816 |
| Range | 0.996019321 |
| Interquartile range (IQR) | 0.5076876707 |
Descriptive statistics
| Standard deviation | 0.2902779922 |
|---|---|
| Coefficient of variation (CV) | 0.5789645493 |
| Kurtosis | -1.232081459 |
| Mean | 0.5013743805 |
| Median Absolute Deviation (MAD) | 0.2524017325 |
| Skewness | -0.002506645985 |
| Sum | 752.0615708 |
| Variance | 0.08426131278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.275521599 | 1 | 0.1% |
| 0.892805257 | 1 | 0.1% |
| 0.083152449 | 1 | 0.1% |
| 0.805600835 | 1 | 0.1% |
| 0.206101773 | 1 | 0.1% |
| 0.142366134 | 1 | 0.1% |
| 0.111852635 | 1 | 0.1% |
| 0.397050259 | 1 | 0.1% |
| 0.486773823 | 1 | 0.1% |
| 0.900309829 | 1 | 0.1% |
| Other values (1490) | 1490 |
| Value | Count | Frequency (%) |
| 0.003947495 | 1 | |
| 0.004128522 | 1 | |
| 0.004346131 | 1 | |
| 0.005449207 | 1 | |
| 0.00592827 | 1 | |
| 0.006830171 | 1 | |
| 0.007299653 | 1 | |
| 0.008465725 | 1 | |
| 0.009033834 | 1 | |
| 0.011573626 | 1 |
| Value | Count | Frequency (%) |
| 0.999966816 | 1 | |
| 0.99874499 | 1 | |
| 0.998405538 | 1 | |
| 0.997708421 | 1 | |
| 0.997158405 | 1 | |
| 0.996373864 | 1 | |
| 0.994660349 | 1 | |
| 0.994268052 | 1 | |
| 0.993978309 | 1 | |
| 0.993976622 | 1 |
Feat1
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1500 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 1 | 733 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 1 | 733 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 1 | 733 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 1 | 733 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 1 | 733 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 767 | |
| 1 | 733 |
Feat2
Real number (ℝ≥0)
| Distinct | 781 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.931026667 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 3 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4195 |
| Q1 | 2.52 |
| median | 4.965 |
| Q3 | 7.3625 |
| 95-th percentile | 9.3805 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4.8425 |
Descriptive statistics
| Standard deviation | 2.846412957 |
|---|---|
| Coefficient of variation (CV) | 0.5772455007 |
| Kurtosis | -1.155321903 |
| Mean | 4.931026667 |
| Median Absolute Deviation (MAD) | 2.415 |
| Skewness | -0.02173731036 |
| Sum | 7396.54 |
| Variance | 8.102066724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.3 | 6 | 0.4% |
| 2.89 | 6 | 0.4% |
| 7.1 | 5 | 0.3% |
| 7 | 5 | 0.3% |
| 7.5 | 5 | 0.3% |
| 9.18 | 5 | 0.3% |
| 2.7 | 5 | 0.3% |
| 3.33 | 5 | 0.3% |
| 5.89 | 5 | 0.3% |
| 4.88 | 5 | 0.3% |
| Other values (771) | 1448 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.01 | 1 | 0.1% |
| 0.02 | 1 | 0.1% |
| 0.03 | 1 | 0.1% |
| 0.04 | 2 | |
| 0.05 | 2 | |
| 0.06 | 2 | |
| 0.07 | 3 | |
| 0.08 | 3 | |
| 0.09 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 2 | |
| 9.97 | 1 | 0.1% |
| 9.95 | 1 | 0.1% |
| 9.93 | 2 | |
| 9.92 | 2 | |
| 9.9 | 3 | |
| 9.88 | 1 | 0.1% |
| 9.87 | 2 | |
| 9.85 | 2 | |
| 9.84 | 1 | 0.1% |
Feat3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| D | |
|---|---|
| A | |
| B |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1500 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | D |
|---|---|
| 2nd row | D |
| 3rd row | B |
| 4th row | D |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| D | 758 | |
| A | 376 | |
| B | 366 |
Length
Pie chart
| Value | Count | Frequency (%) |
| d | 758 | |
| a | 376 | |
| b | 366 |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 758 | |
| A | 376 | |
| B | 366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1500 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 758 | |
| A | 376 | |
| B | 366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1500 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 758 | |
| A | 376 | |
| B | 366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| D | 758 | |
| A | 376 | |
| B | 366 |
Feat4
Real number (ℝ≥0)
| Distinct | 101 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5043266667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0495 |
| Q1 | 0.25 |
| median | 0.5 |
| Q3 | 0.77 |
| 95-th percentile | 0.95 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.52 |
Descriptive statistics
| Standard deviation | 0.2906279231 |
|---|---|
| Coefficient of variation (CV) | 0.5762691967 |
| Kurtosis | -1.244915929 |
| Mean | 0.5043266667 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | -0.007408386684 |
| Sum | 756.49 |
| Variance | 0.08446458968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.78 | 25 | 1.7% |
| 0.12 | 23 | 1.5% |
| 0.33 | 23 | 1.5% |
| 0.14 | 22 | 1.5% |
| 0.18 | 22 | 1.5% |
| 0.81 | 21 | 1.4% |
| 0.16 | 21 | 1.4% |
| 0.64 | 21 | 1.4% |
| 0.38 | 20 | 1.3% |
| 0.76 | 20 | 1.3% |
| Other values (91) | 1282 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 0.01 | 13 | |
| 0.02 | 15 | |
| 0.03 | 18 | |
| 0.04 | 20 | |
| 0.05 | 7 | 0.5% |
| 0.06 | 9 | |
| 0.07 | 7 | 0.5% |
| 0.08 | 13 | |
| 0.09 | 11 |
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 0.99 | 17 | |
| 0.98 | 10 | |
| 0.97 | 13 | |
| 0.96 | 14 | |
| 0.95 | 17 | |
| 0.94 | 16 | |
| 0.93 | 18 | |
| 0.92 | 11 | |
| 0.91 | 18 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 57 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.024948025 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 70 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7.5 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 2.904525842 |
|---|---|
| Coefficient of variation (CV) | 0.5780210716 |
| Kurtosis | -1.131014552 |
| Mean | 5.024948025 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.02053310658 |
| Sum | 7251 |
| Variance | 8.436270368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 155 | |
| 8 | 154 | |
| 6 | 152 | |
| 1 | 149 | |
| 7 | 143 | |
| 4 | 140 | |
| 2 | 137 | |
| 3 | 136 | |
| 9 | 130 | |
| 10 | 77 |
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 149 | |
| 2 | 137 | |
| 3 | 136 | |
| 4 | 140 | |
| 5 | 155 | |
| 6 | 152 | |
| 7 | 143 | |
| 8 | 154 | |
| 9 | 130 |
| Value | Count | Frequency (%) |
| 10 | 77 | |
| 9 | 130 | |
| 8 | 154 | |
| 7 | 143 | |
| 6 | 152 | |
| 5 | 155 | |
| 4 | 140 | |
| 3 | 136 | |
| 2 | 137 | |
| 1 | 149 |
Feat6
Real number (ℝ≥0)
| Distinct | 101 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.15866667 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 14 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 24 |
| median | 50 |
| Q3 | 75 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 51 |
Descriptive statistics
| Standard deviation | 29.1559749 |
|---|---|
| Coefficient of variation (CV) | 0.5812749188 |
| Kurtosis | -1.179236481 |
| Mean | 50.15866667 |
| Median Absolute Deviation (MAD) | 25.5 |
| Skewness | -0.009910181459 |
| Sum | 75238 |
| Variance | 850.0708721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 23 | 1.5% |
| 95 | 23 | 1.5% |
| 60 | 22 | 1.5% |
| 93 | 22 | 1.5% |
| 68 | 22 | 1.5% |
| 80 | 22 | 1.5% |
| 23 | 22 | 1.5% |
| 97 | 22 | 1.5% |
| 20 | 22 | 1.5% |
| 89 | 20 | 1.3% |
| Other values (91) | 1280 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 18 | |
| 2 | 13 | |
| 3 | 15 | |
| 4 | 16 | |
| 5 | 18 | |
| 6 | 20 | |
| 7 | 10 | |
| 8 | 14 | |
| 9 | 10 |
| Value | Count | Frequency (%) |
| 100 | 9 | 0.6% |
| 99 | 13 | |
| 98 | 15 | |
| 97 | 22 | |
| 96 | 18 | |
| 95 | 23 | |
| 94 | 10 | |
| 93 | 22 | |
| 92 | 12 | |
| 91 | 15 |
Feat7
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| 3 | |
|---|---|
| 1 | |
| 0 | |
| 2 | |
| 9999 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.08 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1620 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 378 | |
| 1 | 368 | |
| 0 | 368 | |
| 2 | 346 | |
| 9999 | 40 | 2.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 378 | |
| 1 | 368 | |
| 0 | 368 | |
| 2 | 346 | |
| 9999 | 40 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 378 | |
| 1 | 368 | |
| 0 | 368 | |
| 2 | 346 | |
| 9 | 160 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1620 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 378 | |
| 1 | 368 | |
| 0 | 368 | |
| 2 | 346 | |
| 9 | 160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1620 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 378 | |
| 1 | 368 | |
| 0 | 368 | |
| 2 | 346 | |
| 9 | 160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 378 | |
| 1 | 368 | |
| 0 | 368 | |
| 2 | 346 | |
| 9 | 160 |
Feat8
Real number (ℝ≥0)
| Distinct | 101 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.654 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 14 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 28 |
| median | 52 |
| Q3 | 75 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 28.4904795 |
|---|---|
| Coefficient of variation (CV) | 0.5515638576 |
| Kurtosis | -1.129577952 |
| Mean | 51.654 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | -0.01766513142 |
| Sum | 77481 |
| Variance | 811.7074223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 27 | 1.8% |
| 64 | 24 | 1.6% |
| 95 | 22 | 1.5% |
| 40 | 22 | 1.5% |
| 90 | 22 | 1.5% |
| 29 | 21 | 1.4% |
| 38 | 21 | 1.4% |
| 72 | 21 | 1.4% |
| 58 | 21 | 1.4% |
| 46 | 20 | 1.3% |
| Other values (91) | 1279 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 16 | |
| 2 | 10 | |
| 3 | 7 | |
| 4 | 3 | 0.2% |
| 5 | 17 | |
| 6 | 10 | |
| 7 | 10 | |
| 8 | 11 | |
| 9 | 13 |
| Value | Count | Frequency (%) |
| 100 | 19 | |
| 99 | 14 | |
| 98 | 17 | |
| 97 | 12 | |
| 96 | 18 | |
| 95 | 22 | |
| 94 | 16 | |
| 93 | 14 | |
| 92 | 19 | |
| 91 | 12 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.480666667 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 186 |
| Zeros (%) | 12.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.252037745 |
|---|---|
| Coefficient of variation (CV) | 0.6470133341 |
| Kurtosis | -1.198547923 |
| Mean | 3.480666667 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.001152307014 |
| Sum | 5221 |
| Variance | 5.071674005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 204 | |
| 3 | 201 | |
| 6 | 196 | |
| 5 | 188 | |
| 4 | 187 | |
| 0 | 186 | |
| 1 | 170 | |
| 7 | 168 |
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 170 | |
| 2 | 204 | |
| 3 | 201 | |
| 4 | 187 | |
| 5 | 188 | |
| 6 | 196 | |
| 7 | 168 |
| Value | Count | Frequency (%) |
| 7 | 168 | |
| 6 | 196 | |
| 5 | 188 | |
| 4 | 187 | |
| 3 | 201 | |
| 2 | 204 | |
| 1 | 170 | |
| 0 | 186 |
Feat10
Real number (ℝ≥0)
| Distinct | 766 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 500.7106667 |
| Minimum | 0 |
|---|---|
| Maximum | 999 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 48.95 |
| Q1 | 246.5 |
| median | 514 |
| Q3 | 756.25 |
| 95-th percentile | 947.05 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range (IQR) | 509.75 |
Descriptive statistics
| Standard deviation | 290.5058922 |
|---|---|
| Coefficient of variation (CV) | 0.5801871451 |
| Kurtosis | -1.2242305 |
| Mean | 500.7106667 |
| Median Absolute Deviation (MAD) | 253 |
| Skewness | -0.01742652095 |
| Sum | 751066 |
| Variance | 84393.6734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 814 | 7 | 0.5% |
| 869 | 7 | 0.5% |
| 36 | 7 | 0.5% |
| 882 | 6 | 0.4% |
| 535 | 6 | 0.4% |
| 397 | 6 | 0.4% |
| 524 | 6 | 0.4% |
| 913 | 6 | 0.4% |
| 811 | 6 | 0.4% |
| 720 | 6 | 0.4% |
| Other values (756) | 1437 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 3 | |
| 2 | 1 | 0.1% |
| 3 | 3 | |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 999 | 1 | 0.1% |
| 998 | 1 | 0.1% |
| 996 | 1 | 0.1% |
| 995 | 4 | |
| 994 | 2 | |
| 993 | 1 | 0.1% |
| 992 | 1 | 0.1% |
| 991 | 1 | 0.1% |
| 989 | 1 | 0.1% |
| 987 | 1 | 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.937333333 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 122 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.127074024 |
|---|---|
| Coefficient of variation (CV) | 0.6333528269 |
| Kurtosis | -1.186826955 |
| Mean | 4.937333333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.06746115879 |
| Sum | 7406 |
| Variance | 9.77859195 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 147 | |
| 4 | 147 | |
| 2 | 145 | |
| 1 | 144 | |
| 10 | 141 | |
| 6 | 140 | |
| 5 | 138 | |
| 7 | 128 | |
| 8 | 125 | |
| 9 | 123 |
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 144 | |
| 2 | 145 | |
| 3 | 147 | |
| 4 | 147 | |
| 5 | 138 | |
| 6 | 140 | |
| 7 | 128 | |
| 8 | 125 | |
| 9 | 123 |
| Value | Count | Frequency (%) |
| 10 | 141 | |
| 9 | 123 | |
| 8 | 125 | |
| 7 | 128 | |
| 6 | 140 | |
| 5 | 138 | |
| 4 | 147 | |
| 3 | 147 | |
| 2 | 145 | |
| 1 | 144 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1500 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 1 | 244 | 16.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 1 | 244 | 16.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 1 | 244 | 16.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1500 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 1 | 244 | 16.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 1 | 244 | 16.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 1 | 244 | 16.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Feat0 | Feat1 | Feat2 | Feat3 | Feat4 | Feat5 | Feat6 | Feat7 | Feat8 | Feat9 | Feat10 | Feat11 | PotentialBuyerHyperCrypto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.275522 | 1 | 2.77 | D | 0.99 | 6.0 | 89 | 3 | 46 | 7 | 468 | 10 | 0 |
| 1 | 0.365429 | 1 | 4.75 | D | 0.64 | 3.0 | 81 | 2 | 27 | 7 | 4 | 1 | 1 |
| 2 | 0.284353 | 0 | 6.95 | B | 0.34 | 7.0 | 93 | 1 | 29 | 0 | 933 | 7 | 0 |
| 3 | 0.356867 | 1 | 2.87 | D | 0.80 | 5.0 | 39 | 3 | 61 | 7 | 254 | 2 | 0 |
| 4 | 0.462896 | 0 | 2.81 | A | 0.82 | 4.0 | 5 | 3 | 75 | 4 | 805 | 7 | 0 |
| 5 | 0.072125 | 0 | 0.33 | D | 0.41 | NaN | 95 | 0 | 5 | 5 | 889 | 1 | 0 |
| 6 | 0.411921 | 1 | 1.72 | A | 0.27 | 2.0 | 56 | 1 | 28 | 5 | 139 | 3 | 0 |
| 7 | 0.876687 | 0 | 3.21 | D | 0.71 | 5.0 | 40 | 0 | 47 | 6 | 350 | 7 | 0 |
| 8 | 0.908363 | 0 | 2.52 | D | 0.50 | 9.0 | 22 | 0 | 70 | 0 | 213 | 3 | 1 |
| 9 | 0.445109 | 1 | 3.70 | A | 0.28 | 2.0 | 70 | 2 | 70 | 4 | 517 | 1 | 0 |
Last rows
| Feat0 | Feat1 | Feat2 | Feat3 | Feat4 | Feat5 | Feat6 | Feat7 | Feat8 | Feat9 | Feat10 | Feat11 | PotentialBuyerHyperCrypto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1490 | 0.308893 | 1 | 0.04 | D | 0.19 | 9.0 | 52 | 2 | 64 | 6 | 356 | 8 | 0 |
| 1491 | 0.244550 | 0 | 0.20 | D | 0.67 | 8.0 | 5 | 3 | 19 | 4 | 380 | 7 | 0 |
| 1492 | 0.968870 | 1 | 7.00 | A | 0.75 | 2.0 | 80 | 1 | 42 | 3 | 234 | 8 | 0 |
| 1493 | 0.534630 | 0 | 5.01 | B | 0.61 | 10.0 | 71 | 0 | 49 | 5 | 931 | 8 | 0 |
| 1494 | 0.063342 | 0 | 2.24 | D | 0.76 | 5.0 | 76 | 0 | 82 | 6 | 682 | 5 | 0 |
| 1495 | 0.982060 | 1 | 0.18 | D | 0.60 | 7.0 | 60 | 1 | 76 | 3 | 273 | 10 | 0 |
| 1496 | 0.007300 | 0 | 4.76 | A | 0.76 | 1.0 | 82 | 3 | 16 | 4 | 932 | 7 | 0 |
| 1497 | 0.815421 | 0 | 4.75 | A | 0.90 | 5.0 | 61 | 2 | 77 | 0 | 385 | 4 | 1 |
| 1498 | 0.022409 | 1 | 7.86 | D | 0.56 | 8.0 | 35 | 2 | 90 | 2 | 131 | 7 | 0 |
| 1499 | 0.448355 | 0 | 8.17 | B | 0.12 | 0.0 | 16 | 2 | 58 | 3 | 31 | 7 | 0 |